Forbes contributors publish independent expert analyses and insights. I track enterprise software application development & data management. Data has grades. Much like olive oil, flour, gasoline, beef ...

On a recent executive outreach call, a leader from a large enterprise shared how their 120,000 users were actively involved in improving data quality across the organization. Intrigued, I reviewed ...

However, not all data is created equal. Poor-quality information can distort strategic direction and lead to significant consequences. The principle of “garbage in, garbage out” underscores this risk: ...